Welcome to Earlham CS Senior Capstone Experience.

Unsupervised Anomaly Detection in 3D Brain MR Comparison Analysis between AutoEncoder vs Denoising Diffusion Probabilistic Model Sora OwadaComputer Science Department at Earlham Collegesowada23@earlham.edu Abstract Unsupervised anomaly detection (UAD) in brain MRI aims to learn the distribution of healthy anatomy from … Read More

Introduction My name is Helena Aleluya José, and I’m an international student from Angola. I’m also a Computer Science and Theater double major, and an African and African-American Studies and Creative Writing double minor. As both a computer scientist and … Read More

Geospatial Data Analytics for Policy Impact Assessment: Amazon Deforestation in Colombia This capstone project examines deforestation in the Colombian Amazon through the lens of both environmental data and public policy, with a particular focus on the impacts of Colombia’s 2016 … Read More

About Me Hello friends, my name is Stevie Bronsard, and I am a senior computer science major and mathematics minor. I work on campus as a math and CS tutor and I am part of the Systems Administrations applied group. … Read More

About Me Hey there! My name is Ayman Husain and I am an international junior at Earlham College, currently working towards a Data Science and Business Management double major. Abstract This project proposes the development of a supervised deep learning … Read More

About Me: My name is Jack Briney, and I am a 2026 graduate pursuing a major in Computer Science and a minor in Data Science. I play baseball here at Earlham, and I am planning on going into Cybersecurity after … Read More

GitLab https://code.cs.earlham.edu/blmendo22/CapstoneProject Technical Report Graphical Abstract Data Architecture Diagram Poster Demonstration Video

About Me I’m a 4th-year Computer Science major and Music Minor. I’m looking forward to being thrown into a world with an oversaturated job market and a rising fascist government. Abstract Automatic Music Transcription (AMT) has been a challenge since … Read More

About Me Hello! My name is Levi Goldberg, and I’m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the … Read More

About Me Hi, my name is Musa Tora. I am a computer science major and minor in economics. Introduction The goal of this project is to develop a recommendation engine that identifies books with characters similar to those the user … Read More

Introduction Hello, I am Tobias Dean, a senior computer science student at Earlham College. This page serves as a collection of the final deliverables created by my capstone project. Over the course of a year of research, split by a … Read More

Introduction Hi. My name is Saki Takizawa. I am a computer science major and music minor graduating in May 2025. Abstract This paper will employ two research methods, heuristic evaluation and user testing, to identify and sort out problems affecting … Read More

About me Hi everyone! I am Vassily Lombard, a junior majoring in Data Science. As a member of the Earlham golf team, I enjoy spending time with my teammates and improving my game. I am also involved on campus as … Read More

By Loukik Nanda Introduction: India’s healthcare system has a lot of work ahead of it to provideaccessible and reasonably priced medical treatment, especially forsurgery. There is an urgent need for creative solutions that canclose the gap between patients and high-quality … Read More

Introduction Hi, my name is Nghi Le. I’m a Data Science major with a minor in Music. I have a deep passion for both Math and Music, and my capstone project is a unique blend of these fields. Abstract Existing … Read More

Introduction My name is Sharon Wong, and I am majoring in Computer Science and Neuroscience. This interdisciplinary focus has led me to explore intersections between artificial intelligence and brain health, particularly in leveraging deep learning models for innovative solutions in … Read More

By Parsa Mallik Introduction My name is Parsa Mallik, and I am a Computer Science major. My senior capstone project focuses on creating a tool to aid college libraries in providing students with resources. Abstract This project focuses on developing … Read More

Abstract Machine learning is gaining prominence for network monitoring, yet current tools are often complex to understand and use. This proposal attempts to address this by developing an algorithm for network anomaly detection using libpcap and the random forest algorithm. … Read More

Introduction I am a Computer Science and Sociology/Anthropology Major. My project is an LLM-utilizing natural language search feature to replace inflexible text search like Ctrl+f. Abstract In my work, I have identified a task adjacent to those that large language … Read More

Facial Emotion Recognition (FER) with Bias Mitigation Introduction I am a Computer Science major at Earlham College with a strong interest in Artificial Intelligence and ethical applications of machine learning. My capstone project focuses on developing a Facial Emotion Recognition … Read More

Portfolio Here Abstract Paragraph goes here <3 Lorem ipsum dolor sit amet consectetur adipiscing elit. Quisque faucibus ex sapien vitae pellentesque sem placerat. In id cursus mi pretium tellus duis convallis. Tempus leo eu aenean sed diam urna tempor. Pulvinar … Read More

Abstract As AI-generated images continue to close the gap between authentic and synthetic content, it becomes increasingly difficult to distinguish between the two with the naked eye. My project dives into the frequency domain to expose artifacts that aren’t visible … Read More

Introduction My name is Felix Childress, and I am a Computer Science major at Earlham College. While I aim to go into cybersecurity, I have worked in a range of fields and environments, from computational linguistics to system administration. In … Read More

About Me My name is Samadhi Chandrasena, and I am a Computer Science major and Music minor. I am not overly passionate about trash, but my capstone project focuses on sorting it into correct bins using image classification and a … Read More

Abstract Sentiment analysis is a domain of natural language processing (NLP) focusing on interpreting emotions, attitudes, and sentiments primarily from written text. However, recent research has extended this analysis to include audio and visual data, creating a burgeoning field known … Read More

Introduction Hi, my name is Long. I’m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can … Read More

Introduction Hi everyone. I am Karolayne Gaona, a senior student from Earlham College majoring in Earth & Environmental Science and Computer Science. This is the portal where all my senior project capstone project work is compiled. My project is about … Read More

Introduction Welcome everyone! My name is Evan Griswold. I am a collegiate athlete majoring in Computer Science at Earlham College and am highly interested in Cybersecurity & Networking/IT. Post Graduation, I accepted a Job offer and will be working for … Read More

About me: I am August Nord, a senior computer science and music studies double major. I am from Northwest Indiana and enjoy many classic midwest pastimes including the card game Euchre which I am studying in this project. Project Summery: … Read More

Introduction My name is Momo Hirose, and I am Class of 2024 double-majoring in Computer Science and Global Management. Abstract The implementation of policy technology tools that leverage artificial intelligence to improve decision making is gaining attention in public policy. … Read More

Introduction My name is Tien Phan. I’m a junior in Computer Science. My project is based on Self-Cure Network and transfer learning-based CNN. Abstract Recent advancements in deep learning, especially the application of Convolutional Neural Networks (CNNs), have guided significant … Read More

By: Oluwademilade Bolatimi Abstract: This paper aims to test the effectiveness of applying different machine learning models to accurately detect a person’s ethnicity based on their facial image. This is important due to the lack of research that has been … Read More

My name is Katrina Ziebarth. I am a Japanese Studies and Computer Science double major at Earlham College, in addition to being a Mathematics minor. I am in my fourth and last year. I have a strong interest in video … Read More

Hello Everyone. My name is Patrick Wande. I am a Computer Science Major at Earlham College with a strong interest in machine learning advancement and optimizations. Abstract Facial recognition technology is gaining attention for its applications in security, surveillance, and … Read More

Introduction My name is Ana Verulidze, and I’m a senior Computer Science major. I enjoy learning natural and programming languages, drawing, and knitting. I’m curious about cryptography and dynamic pathfinding. My research project aims to create an NLP tool that … Read More

Video Link = https://youtu.be/APmkXkxNghw

Personal Introduction Hello! I’m Darab Qasimi, a senior double majoring in Computer Science and Data Science. I see computer skills such as programming as a way to unleash creativity and discover things that can’t be told unless. The following contents … Read More

Abstract Identifying the most relevant text information from online texts has become a standard task now that data is easily accessible. Conse- quently, summary generation has gained significant importance by reducing the amount of text a person has to read … Read More

About me I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young … Read More

Introduction Hi, I am a senior data science student from Tokyo, Japan. I am majoring in data science because I see intersections of quantitative methods and social justice. When I started my major, I had no knowledge of programming nor … Read More

Introduction Hello! I’m Darab Qasimi, a senior double majoring in Computer Science and Data Science. Data analysis is the skill that can give one the ability to give meaning to data and let it speak for itself. The following content … Read More

Good morning, everyone, my name is Ted Jacquet, and it’s a pleasure to have the chance to present my senior capstone for Data Science. Currently, I am in my senior year, and I hope to pursue a career in finance/banking … Read More

By: Oluwademilade Bolatimi Introduction: Learning a language can be one of the most difficult challenges that a person can do. It can involve learning new alphabets, characters, conjugations, and pronunciations. Another big issue that arises with learning new languages is … Read More

About Me: I am Andex Nguyen, a Senior who’s majoring in Data Science. This is my Senior Capstone project page. Introduction: Since 2020 when the pandemic struck us for the first time, Covid-19 has always been a globally noteworthy issue. … Read More

About me My name is Hang “Hailee” Dang, a senior majoring in Data Science with interest in Finance and Data and Business Analytics. My project Abstract This paper investigates and proposes an approach to flower recognition by building Convolutional Neural … Read More

Introduction Hi, my name is Overpower Gore but everyone calls me OPG. I am a senior Data Science student at Earlham College with a passion for information technology. I have held multiple internships impacting positive organizational outcomes through software development, … Read More

Introduction Hello, My name is Ihsan Alaeddin and I am a senior Data Science major graduating in December 2023. This page will host my capstone project. My primary interests are software engineering, machine learning, and finance. My project is using … Read More

ABOUT ME My name is Hang “Hailee” Dang, a senior majoring in Data Science with interest in Finance, Data and Business Analytics. MY PROJECT Abstract Purpose: This paper aims to find a new metric on predicting a technology company’s stock … Read More

ABOUT ME My name is Hang “Hailee” Dang, a senior majoring in Data Science with interest in Finance and Data and Business Analytics. MY PROJECT Abstract The philosophy of value investing was first introduced by Benjamin Graham in 1934. His … Read More

I am Dai Nguyen Ba, a senior majoring in Data Science at Earlham College. Growing from a country that has a rapid development rate, the importance of analyzing data is massive to make sure that we are headed in the … Read More

About me My name is Khoa, and I am a senior, double-major in Quantitative Economics and Data Science. My senior capstone project is about computational drug development, focusing on the application of deep learning in predicting the solubility of drug … Read More

Introduction Hello! My name is Adla and I am a senior double majoring in Computer Music Composition and Data Science at Earlham College. I am interested in applying data analytics and modeling in psychological research. Abstract This research aims to … Read More

Abstract I am Devin Basley. A senior Data Science major at Earlham College. I love hockey and analytics so I combined my passions for this project. Equal talent and competitiveness in the game of hockey has lead to the difficulty … Read More

Introduction Hello, I am a senior Computer Science major graduating in May 2022. This page will host my capstone project. My primary interests are cybersecurity, machine learning, and system administration. My project is using machine learning to identify malicious URLs. … Read More

Hi, I am Irisa Shrestha, I am a Computer Science major at Earlham College. I will be doing Twitter Sentiment Analysis of COVID-19 Tweets to see if people’s sentiments are aligned with significant developments in the COVID-19 timeline. Abstract from … Read More

About Me: Hello, I’m Liam Peachey, a Computer Science and Japanese Language double major. My Project: Parameterized Maze Generation Algorithm for Specific DifficultyMaze Generation Mazes as a problem domain have wide applications, from art and games to testing decision algorithms. … Read More

I’m Winnie Nguyen, a senior majoring in Computer Science and Quantitative Economics at Earlham College. About my CS Capstone Project:As COVID-19 triggered stay-at-home orders and cancelled all social plans, people spend most of their time using online media streaming services. … Read More

About Me: I am Tra-Vaughn James, a Junior Computer Science major at Earlham College, My interests include cybersecurity, Bioinformatics, and Software Engineering. Abstract Bioinformatics is an interdisciplinary field between biology, computer science and statistics, in which software is able to … Read More

Introduction Hello, I am Jarred (he/him), a senior computer science major at Earlham College. I really enjoy learning about science and the ethical side of research and development and I hope to pursue a career where I can help create … Read More

Introduction Hello! My name is Tamara and I am a senior Computer Science Major at Earlham College and this is my capstone project. I am interested in applying machine learning and other computational techniques for better understanding of social issues. … Read More